AI & Machine Learning Services for Merriwa Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Merriwa or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Merriwa services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Merriwa or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As one of the most innovative multidisciplinary engineering and product development companies in Australia, COLETEK is uniquely positioned to support businesses across Merriwa, New South Wales, Australia as they navigate today's rapidly evolving market. With over 21 years of experience serving a wide range of industries, our team has earned a reputation for delivering reliable solutions that exceed client expectations. Based in Merriwa, New South Wales, Australia, COLETEK is well-equipped to understand the unique challenges facing local businesses and provide tailored support to help them thrive. Whether you're seeking to improve operational efficiency, enhance product design, or drive innovation across your organization, our experts are dedicated to collaborating with you to find customized solutions. At COLETEK, we pride ourselves on our ability to bring together a diverse range of skills and expertise – from mechanical engineering to electrical systems and beyond. Our multidisciplinary approach allows us to tackle complex problems from multiple angles, ensuring that the products and services we deliver are both innovative and effective. As a trusted national partner, we've built long-term relationships with many businesses across Merriwa, New South Wales, Australia, driving growth, improving efficiency, and enhancing overall performance. Our commitment to collaboration, reliability, and capability means that you can count on us to provide expert guidance every step of the way – from concept to commercialization. Whether you're looking to refine existing processes or develop new products and services, we're dedicated to helping Merriwa, New South Wales, Australia businesses like yours succeed. If your organization is seeking a trusted engineering partner that understands the unique challenges facing Merriwa, New South Wales, Australia businesses, look no further than COLETEK. Let us work together to build something remarkable – contact us today and discover how our innovative approach can benefit your business.